Auto-adaptive Multilayer Perceptron for Univariate Time Series Classification

Time Series Classification (TSC) is an intricate problem that has encountered applications in various science fields. Accordingly, many researchers have presented interesting proposals to tackle the TSC problem. Nevertheless, most methods are hand-crafted to classify specific Time Series (TS) and...

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Další autoři:	Arias del Campo, Felipe, Cruz Sanchez, Vianey Guadalupe, Ochoa Domínguez, Humberto, García, Vicente, Vergara Villegas, Osslan Osiris
Médium:	Artículo
Jazyk:	en_US
Vydáno:	2021
Témata:	Time series Time series classification Multilayer perceptron UCR data set info:eu-repo/classification/cti/7
On-line přístup:	https://doi.org/10.1016/j.eswa.2021.115147 https://www.sciencedirect.com/science/article/abs/pii/S0957417421005881
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Auto-adaptive Multilayer Perceptron for Univariate Time Series Classification

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